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Waveform

Benchmarks

Task NameDataset NameSOTA ResultTrend
ClassificationWaveform 21,1647,3353
Accuracy89.8
32
Outlier DetectionWaveform
AUC-PR0.859
22
Outlier DetectionWaveform ADBench
AUROC (%)84.3
17
Outlier DetectionWaveform (Group I)
AUROC (%)84.3
14
Outlier DetectionWaveform
AP0.235
11
Outlier DetectionWaveform
Precision-s39
9
ClusteringWaveform
SS0.271
8
ClusteringWaveform
Adjusted Rand Index0.335
8
ClassificationWaveform real-world (test)
Accuracy89
7
Classificationwaveform
Accuracy91
7
ClassificationWaveform (UCI) (test)
NLL0.459
5
Random Forest Compilationwaveform-21
Accuracy82.4
2
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